Language Modeling

Direct vs. indirect evaluation of distributional thesauri COLING 2016 Distributional Hypernym Generation by Jointly Learning Clusters and Projections COLING 2016 Fast Gated Neural Domain Adaptation: Language Model as a Case Study COLING 2016 Improving Statistical Machine Translation with Selectional Preferences COLING 2016 Latent Topic Embedding COLING 2016 Learning N-Gram Language Models from Uncertain Data Interspeech 2016 Learning to Distill: The Essence Vector Modeling Framework COLING 2016 LightRNN: Memory and Computation-Efficient Recurrent Neural Networks NeurIPS 2016 LSTM, GRU, Highway and a Bit of Attention: An Empirical Overview for Language Modeling in Speech Recognition Interspeech 2016 Multi-Language Neural Network Language Models Interspeech 2016 Predicting human similarity judgments with distributional models: The value of word associations. COLING 2016 Predictive Incremental Parsing Helps Language Modeling COLING 2016 Reward Augmented Maximum Likelihood for Neural Structured Prediction NeurIPS 2016 Splitting compounds with ngrams COLING 2016 Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling COLING 2016 Succinct Data Structures for NLP-at-Scale COLING 2016 Temporal Action Detection Using a Statistical Language Model CVPR 2016 TheanoLM — An Extensible Toolkit for Neural Network Language Modeling Interspeech 2016 Unsupervised Adaptation of Recurrent Neural Network Language Models Interspeech 2016 A Fast Variational Approach for Learning Markov Random Field Language Models ICML 2015 Guiding the Long-Short Term Memory Model for Image Caption Generation ICCV 2015 Modeling Order in Neural Word Embeddings at Scale ICML 2015 Semi-supervised Sequence Learning NeurIPS 2015 Skip-Thought Vectors NeurIPS 2015 An Autoencoder Approach to Learning Bilingual Word Representations NeurIPS 2014